The Transitive Information Theory and its Application to Deep Generative Models. - Trung Ngo Trong; Najwa Laabid; Ville Hautamäki; Merja Heinäniemi (CoRR, 2022)

Alignment is Key for Applying Diffusion Models to Retrosynthesis. - Najwa Laabid; Severi Rissanen; Markus Heinonen; Arno Solin; Vikas Garg 001 (CoRR, 2024)

Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models. - Najwa Laabid; Severi Rissanen; Markus Heinonen; Arno Solin; Vikas Garg 001 (ICLR, 2025)